ONCOR: ontology- and evidence-based context reasoner

  • Authors:
  • Judy Kay;William T. Niu;David J. Carmichael

  • Affiliations:
  • The University of Sydney, Australia;The University of Sydney, Australia;The University of Sydney, Australia

  • Venue:
  • Proceedings of the 12th international conference on Intelligent user interfaces
  • Year:
  • 2007

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Abstract

In this paper, we describe ONCOR, our ontology- and evidence-based approach to reason about context. ONCOR tackles the critical problem of providing a flexible and pragmatic approach to building light-weight ontologies of places, devices and sensors in MyPlace, a ubiquitous computing application which provides personalised information about a building. Our contributions lie in constructing a general middle ontology for a building (MIBO) based on OpenCyc, combined with our own approach to evidence-based reasoning, (accretion and resolution). We describe the evaluation of ONCOR in terms of a comparison of its answers to core ontological questions about context with previous work.